{"id":"https://openalex.org/W7224933797","doi":"https://doi.org/10.1922/comdem.v3i6s.18786","title":"Evidence-Grounded Decision Support for AI-Assisted Literary Interpretation: A 90-Response Exploratory Pilot Using Kashmiri Texts","display_name":"Evidence-Grounded Decision Support for AI-Assisted Literary Interpretation: A 90-Response Exploratory Pilot Using Kashmiri Texts","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224933797","doi":"https://doi.org/10.1922/comdem.v3i6s.18786"},"language":"en","primary_location":{"id":"doi:10.1922/comdem.v3i6s.18786","doi":"https://doi.org/10.1922/comdem.v3i6s.18786","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i6s.18786","pdf_url":"https://www.comdem.org/index.php/comdem/article/download/18786/12534","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making An International Journal","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.comdem.org/index.php/comdem/article/download/18786/12534","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028640144","display_name":"Pranshu Joshi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranshu Joshi","raw_affiliation_strings":["School of Liberal Studies, Pandit Deendayal Energy University, Gandhinagar, 382426, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Liberal Studies, Pandit Deendayal Energy University, Gandhinagar, 382426, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021408552","display_name":"Nigam Dave","orcid":"https://orcid.org/0009-0003-4428-6848","observed_orcids":["https://orcid.org/0009-0003-4428-6848"]},"institutions":[{"id":"https://openalex.org/I33586908","display_name":"Pandit Deendayal Energy University","ror":"https://ror.org/02nsv5p42","country_code":"IN","type":"education","lineage":["https://openalex.org/I33586908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dr. Nigam Dave","raw_affiliation_strings":["School of Liberal Studies, Pandit Deendayal Energy University, Gandhinagar, 382426, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Liberal Studies, Pandit Deendayal Energy University, Gandhinagar, 382426, Gujarat, India","institution_ids":["https://openalex.org/I33586908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I33586908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95961725,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.8109999895095825,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.8109999895095825,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.046799998730421066,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.03480000048875809,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8790000081062317},{"id":"https://openalex.org/keywords/kashmiri-literature","display_name":"Kashmiri literature","score":0.8040000200271606},{"id":"https://openalex.org/keywords/human-in-the-loop-decision-support","display_name":"human-in-the-loop decision support","score":0.7699999809265137},{"id":"https://openalex.org/keywords/translation-awareness","display_name":"translation awareness","score":0.6370000243186951},{"id":"https://openalex.org/keywords/interpretive-ambiguity","display_name":"interpretive ambiguity","score":0.8199999928474426},{"id":"https://openalex.org/keywords/literary-form","display_name":"literary form","score":0.6959999799728394},{"id":"https://openalex.org/keywords/cultural-specificity","display_name":"cultural specificity","score":0.6230000257492065},{"id":"https://openalex.org/keywords/claude","display_name":"Claude","score":0.527999997138977},{"id":"https://openalex.org/keywords/gemini","display_name":"Gemini","score":0.9940000176429749},{"id":"https://openalex.org/keywords/prompt-engineering","display_name":"prompt engineering","score":0.4410000145435333},{"id":"https://openalex.org/keywords/person-verification","display_name":"human verification","score":0.3230000138282776}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6266999840736389},{"id":"https://openalex.org/C2776828431","wikidata":"https://www.wikidata.org/wiki/Q33552","display_name":"Kashmiri","level":3,"score":0.5708000063896179},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5105000138282776},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.4880000054836273},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.4677000045776367},{"id":"https://openalex.org/C2993365440","wikidata":"https://www.wikidata.org/wiki/Q7553","display_name":"Literary translation","level":2,"score":0.4648999869823456},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45820000767707825},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.3684000074863434},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3571999967098236},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3248000144958496},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.28189998865127563},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2791000008583069},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2581999897956848},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.2549000084400177},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1922/comdem.v3i6s.18786","doi":"https://doi.org/10.1922/comdem.v3i6s.18786","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i6s.18786","pdf_url":"https://www.comdem.org/index.php/comdem/article/download/18786/12534","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making An International Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1922/comdem.v3i6s.18786","doi":"https://doi.org/10.1922/comdem.v3i6s.18786","is_oa":true,"landing_page_url":"https://doi.org/10.1922/comdem.v3i6s.18786","pdf_url":"https://www.comdem.org/index.php/comdem/article/download/18786/12534","source":{"id":"https://openalex.org/S4404675604","display_name":"Computer and decision making.","issn_l":"3008-1416","issn":["3008-1416"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Decision Making An International Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224933797.pdf","grobid_xml":"https://content.openalex.org/works/W7224933797.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3034723486","https://openalex.org/W4317748910","https://openalex.org/W4378189609","https://openalex.org/W4411119685","https://openalex.org/W4412889570","https://openalex.org/W4412944755","https://openalex.org/W7172297041"],"related_works":["https://openalex.org/W7214572588","https://openalex.org/W7126381791","https://openalex.org/W7130577842","https://openalex.org/W7165643298","https://openalex.org/W6930215716","https://openalex.org/W4412889566","https://openalex.org/W7221101233","https://openalex.org/W7124478280","https://openalex.org/W6927469388","https://openalex.org/W7118339670"],"abstract_inverted_index":{"The":[0,73,98,121,154,168,199],"application":[1],"of":[2,10,71,100],"large":[3],"language":[4],"models":[5],"(LLMs)":[6],"in":[7,14,65,115],"the":[8,11,125,139],"teaching":[9],"humanities":[12],"and":[13,17,31,83,109,133,161,180,195,213],"digital":[15],"heritage":[16],"literary":[18,91,105,159,232],"research":[19],"presents":[20],"a":[21,27,42,68,203,235],"human":[22,48],"decision-making":[23],"challenge:":[24],"when":[25,32],"is":[26,202],"fluent":[28],"interpretation":[29],"adequate,":[30],"does":[33],"it":[34],"need":[35],"specialist":[36,214],"verification?":[37],"This":[38],"exploratory":[39,224],"pilot":[40],"investigates":[41],"source-grounded":[43],"assessment":[44,225],"framework":[45],"to":[46,216],"support":[47,222],"review":[49],"decisions":[50],"for":[51,95,124,130,135,146,151],"five":[52],"selected":[53],"historical":[54,69,193],"English-language":[55],"textual":[56,101,209],"units":[57],"from":[58],"Kashmiri":[59],"literature":[60],"that":[61],"have":[62],"been":[63],"presented":[64],"English":[66],"over":[67],"period":[70],"time.":[72],"balanced":[74],"design":[75],"comprised":[76],"two":[77],"AI":[78],"interfaces,":[79],"three":[80,84],"prompting":[81],"conditions":[82],"response-generation":[85],"runs":[86],"per":[87],"text\u2013interface\u2013condition":[88],"combination.":[89],"Two":[90],"questions":[92],"were":[93,128,156],"answered":[94],"each":[96],"response.":[97],"evaluation":[99],"grounding,":[102],"cultural":[103],"specificity,":[104],"form,":[106],"interpretive":[107],"ambiguity":[108],"translation":[110,164],"awareness":[111,165],"was":[112,166],"carried":[113],"out":[114],"one":[116],"masked-identity,":[117],"AI-assisted":[118],"scoring":[119],"pass.":[120],"mean":[122,142],"scores":[123,143],"provisional":[126],"responses":[127,132],"81.48/100":[129],"Claude-assigned":[131],"71.26/100":[134],"Gemini-assigned":[136],"responses,":[137],"with":[138,148],"highest":[140],"descriptive":[141],"being":[144],"achieved":[145],"prompts":[147],"relevant":[149],"context":[150],"both":[152],"interfaces.":[153],"differences":[155],"focused":[157],"on":[158],"form":[160],"ambiguity,":[162],"while":[163],"restricted.":[167],"study":[169],"lacks":[170],"independent":[171],"expert":[172],"ratings,":[173],"validated":[174,236],"acceptance":[175],"thresholds,":[176],"causal":[177],"treatment":[178],"estimates":[179],"independently":[181],"verified":[182],"fixed-model":[183],"comparisons.":[184],"Qualitative":[185],"comparisons":[186],"identified":[187],"risks":[188],"involving":[189],"misattributed":[190],"intention,":[191],"unsupported":[192],"generalization":[194],"unattributed":[196],"religious":[197],"terminology.":[198],"main":[200],"contribution":[201],"proposed":[204],"human-in-the-loop":[205],"decision-support":[206,237],"workflow,":[207],"linking":[208],"evidence,":[210],"claim-level":[211],"uncertainty":[212],"verification":[215],"responsible":[217],"reuse":[218],"decisions.":[219],"These":[220],"findings":[221],"an":[223],"framework;":[226],"they":[227],"do":[228],"not":[229],"establish":[230],"definitive":[231],"judgments":[233],"or":[234],"system.":[238]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-31T00:00:00"}
